Triple
T20293653
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ubari Lakes |
E510090
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Mandara Oasis
Mandara Oasis is a scenic desert oasis in southwestern Libya known for its palm-fringed lakes set amid the sand dunes of the Ubari Sand Sea.
|
E1425800
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Mandara Oasis | Statement: [Ubari Lakes, hasPart, Mandara Oasis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mandara Oasis Context triple: [Ubari Lakes, hasPart, Mandara Oasis]
-
A.
Unaizah oasis
Unaizah oasis is a fertile agricultural and settlement area in central Saudi Arabia known historically for its date palms and role as a key stop on desert trade routes.
-
B.
Murzuq Oasis
Murzuq Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
-
C.
Baris Oasis
Baris Oasis is a remote desert oasis settlement in Egypt’s New Valley region, known for its ancient archaeological sites and traditional agricultural communities.
-
D.
Tabelbala oasis
Tabelbala oasis is a remote Saharan oasis settlement in southwestern Algeria known for its unique linguistic heritage and isolation.
-
E.
Ghat Oasis
Ghat Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Mandara Oasis Triple: [Ubari Lakes, hasPart, Mandara Oasis]
Generated description
Mandara Oasis is a scenic desert oasis in southwestern Libya known for its palm-fringed lakes set amid the sand dunes of the Ubari Sand Sea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mandara Oasis Target entity description: Mandara Oasis is a scenic desert oasis in southwestern Libya known for its palm-fringed lakes set amid the sand dunes of the Ubari Sand Sea.
-
A.
Unaizah oasis
Unaizah oasis is a fertile agricultural and settlement area in central Saudi Arabia known historically for its date palms and role as a key stop on desert trade routes.
-
B.
Murzuq Oasis
Murzuq Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
-
C.
Baris Oasis
Baris Oasis is a remote desert oasis settlement in Egypt’s New Valley region, known for its ancient archaeological sites and traditional agricultural communities.
-
D.
Tabelbala oasis
Tabelbala oasis is a remote Saharan oasis settlement in southwestern Algeria known for its unique linguistic heritage and isolation.
-
E.
Ghat Oasis
Ghat Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e0b4c652388190b782cad965e5a098 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e67704262c8190bc903b733d849881 |
completed | April 20, 2026, 6:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a086946fa08819081e36c9d78fbf12d |
completed | May 16, 2026, 12:55 p.m. |
| NEDg | Description generation | batch_6a086adbe3388190aaa4038144d00229 |
completed | May 16, 2026, 1:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a086b9084308190a972cabfb7719bc0 |
completed | May 16, 2026, 1:05 p.m. |
Created at: April 16, 2026, 11:13 a.m.